GEO AUDIT · BRAND-ONLY

ARKANCE.

A look at how ARKANCE is described, positioned, and quoted inside Google's AI Overviews, the AI answer box at the top of search results, and where the brand shows up versus goes missing.

Sitearkance.world

Where we lookedGoogle AI Overviews, US

Questions tested39 brand, category, and competitor queries

PreparedOctober 21, 2026 · by AUQ

AI Visibility Score

out of 100. Absent band. ARKANCE is cited in 4 of 39 AI answers. It shows up on Arkance. It is absent on Autodesk Reseller, Bim Consulting, Revit Training.

Verified AI Overview citations

ARKANCE's brand is cited in 4 of the 39 AI-answer queries we tested.

AI answer trigger rate

100%

Google's AI answer box fires on 39 of 39 tracked queries.

Citation rate when AI answers

10%

Share of AI-answer queries where the brand is actually quoted.

EXECUTIVE SUMMARY

ARKANCE scores 17 of 100 for AI Overview visibility. The work is closing the citation and identity gaps.

ARKANCE is cited in 4 of 39 AI answers. It shows up on Arkance. It is absent on Autodesk Reseller, Bim Consulting, Revit Training.

AI answers fire on 100% of tracked queries, yet ARKANCE is quoted in only 10% of them. When it does appear, it sits as a listed provider, rarely the lead source.

AI Visibility Score

Absent band

BarelyLowCompetitiveDominant

What's in the score

Your pages being quoted 35%10 / 100
Inclusion in category answers 25%13 / 100
How AI describes the brand 20%33 / 100
Topic coverage breadth 20%17 / 100

IDENTITY IN AI OVERVIEWS

How the brand describes itself, and how Google's AI describes it.

What the brand says about itself

Autodesk Reseller

Turn Digital Complexity into Operational Advantage | ARKANCE US Support Contact Industries Architecture Engineering General Contractors Owners & Facilities Management Civil Infrastructure Public Sector and Government Specialty Contractoarkance.world, 2026

Differentiators it leads with: CADD Microsystems, Autodesk Reseller, BIM Consulting, Revit Training.

What Google's AI says

Recognized in AI answers for Arkance

Cited as a provider on Arkance queries.

Appears alongside youtube.com, autodesk.com, reddit.com.

The core gap

ARKANCE presents as Autodesk reseller, BIM consulting, Revit training, AEC technology consulting, digital twin for facilities. AI Overviews cite it on Arkance and it is absent on Autodesk Reseller, Bim Consulting, Revit Training.

Words AI uses for the brand

Arkance

The brand's own pillars that AI omits

Autodesk ResellerBim ConsultingRevit TrainingCited source on vendor and comparison queries

CONTENT AND ENTITY COVERAGE

The topics that matter to the brand, and where it shows up in AI answers today.

See the full query-by-query breakdown →

Topic	Presence in AI answers	Buyer intent
Arkance	Owned	comparison
Autodesk Reseller	Invisible	positioning
Bim Consulting	Invisible	positioning
Revit Training	Invisible	positioning
Aec Technology Consulting	Invisible	positioning
Digital Twin For Facilities	Invisible	positioning

Buyer-journey coverage

Problem Aware. Overview queries: ARKANCE appears on 1 of 6 themes.

Solution Aware. Owned on Arkance; absent on Autodesk Reseller, Bim Consulting, Revit Training.

Alternatives. 1 themes name the brand without citing it; 34 queries answer without it at all.

AI OVERVIEW PERFORMANCE

Where the brand shows up in Google's AI, and the high-value queries it is missing.

See all queries we tested →

Tracked keywords

Brand, category, and comparison queries analyzed.

AI answers fired

100% of tracked queries trigger an AI Overview.

Times brand cited

10% citation rate when AI answers.

Total brand mentions

Across all observed AI responses.

Case Studies

This playbook has already worked. Here's the proof.

Executed by AUQ for B2B SaaS teams with the same gaps this audit found.

1,000+ Fraud.net AI citations earned in 6 months through GEO prompt research and content automation. Read the case study → +173% Microblink Organic traffic growth from technical SEO, content automation, and GEO-focused linkbuilding. Read the case study → +30,000 AKOOL Visits in 6 months via technical optimizations and content strategy we executed end-to-end. Read the case study → +200% DeepInfra Technical blog traffic growth from a blog redesign, author training, and SaaS linkbuilding. Read the case study →

Get results like these for ARKANCE → See all case studies

QUERIES WE TESTED

Every query we ran against Google's AI Overview, and what we found.

39 queries across branded, positioning, and comparison intent. "Cited" means ARKANCE's own domain is a source in the AI answer. "Named, not cited" means the brand is mentioned but is not the source. "Absent" means the AI answered without it.

Query	ARKANCE in the AI answer	Top sources cited
best autodesk reseller	Absent	g2.com, resources.imaginit.com, reddit.com
autodesk reseller vendors	Absent	autodesk.com, ketiv.com, graitec-group.com
autodesk reseller solutions	Absent	symetri.us, reddit.com, microcad3d.com
autodesk reseller software	Absent	autodesk.com, wroffy.com, microcad3d.com
autodesk reseller platform	Absent	imaginit.com, reddit.com, microcad3d.com
top autodesk reseller providers	Absent	autodesk.com, reddit.com, graitec-group.com
autodesk reseller comparison	Absent	designconsulting.com.au, ziprecruiter.com, topconsolutions.com
best bim consulting	Absent	symetri.us, facebook.com, powerkh.com
bim consulting vendors	Absent	topbimcompany.com, building-information-modeling.constructiontechreview.com, techture.global
bim consulting solutions	Absent	modulusconsulting.com, bimprous.com, conservesolution.com
bim consulting software	Absent	capstonees.com, getapp.com, techjockey.com
bim consulting platform	Absent	tejjy.com, hsecontractors.com, united-bim.com
top bim consulting providers	Absent	topbimcompany.com, hitechbimservices.com, united-bim.com
bim consulting comparison	Absent	powerkh.com, thehansindia.com, id.linkedin.com
best revit training	Absent	reddit.com, classcentral.com, vdci.edu
revit training vendors	Absent	netcomlearning.com, academy.revit-strategies-solutions.com, coursetakers.com
revit training solutions	Absent	eaglepoint.com, netcomlearning.com, symetri.us
revit training software	Absent	youtube.com, reddit.com, autodesk.com
revit training platform	Absent	onlc.com, autodesk.com, youtube.com
top revit training providers	Absent	linkedin.com, autodesk.com, cadtrainingonline.com
revit training comparison	Absent	vdci.edu, autodesk.com, unifilabs.com
best aec technology consulting	Absent	youtube.com, linkedin.com, unanet.com
aec technology consulting vendors	Named, not cited	arkance.us, pirros.com, aecplustech.com
aec technology consulting solutions	Absent	e-verse.com, titanaec.com, aecplustech.com
aec technology consulting software	Absent	youtube.com, aecsoftware.com, aecplustech.com
aec technology consulting platform	Absent	aecplustech.com, aechub.org, titanaec.com
top aec technology consulting providers	Absent	veetechnologies.com, bdcnetwork.com, aecplustech.com
aec technology consulting comparison	Absent	engineeringsoftwaretrials.com, aecfoundry.com, linkedin.com
best digital twin for facilities	Absent	devopsschool.com, reddit.com, mdcplus.fi
digital twin for facilities vendors	Absent	youtube.com, pinnacleinfotech.com, theaecassociates.com
digital twin for facilities solutions	Absent	aramark.com, pinnacleinfotech.com, matterport.com
digital twin for facilities software	Absent	planradar.com, youtube.com, eptura.com
digital twin for facilities platform	Absent	youtube.com, oxmaint.com, famase-facilitymanagement.com
top digital twin for facilities providers	Absent	cio.economictimes.indiatimes.com, datamesh.com, youtube.com
digital twin for facilities comparison	Absent	ifmacap.starchapter.com, vbterrascan.com, twinview.com
alternatives to ARKANCE	Cited	g2.com, building-information-modeling.constructiontechreview.com, uniquescadd.com
ARKANCE vs Microsol Resources	Cited	arkance.world, arkance.us, pr.com
ARKANCE vs IMAGINiT	Cited	imaginit.com, arkance.world, nomic.ai
ARKANCE vs Graitec	Cited	graitec.com, arkance.world, autodesk.com

THREE FINDINGS THAT MATTER

The brand is missing from 90% of AI-answer queries

ARKANCE is cited in 4 of the 39 AI answers we triggered.

AI misreads the category

TOP THREE MOVES

Win presence on Autodesk Reseller

Impact high · effort medium · 30 to 60 days

Convert named-not-cited queries into citations

Impact medium · effort low · 0 to 30 days

Earn placement in the third-party listicles AI cites

Impact high · effort medium · 30 to 90 days

WHERE GOOGLE'S AI GETS ITS ANSWERS

The sources Google's AI cites in this category, and what it tells you about earning citations.

Domain AI cites	Pages	Context
youtube.com	19	Cited on 19 of the queries we tested.
autodesk.com	14	Cited on 14 of the queries we tested.
reddit.com	11	Cited on 11 of the queries we tested.
linkedin.com	8	Cited on 8 of the queries we tested.
vdci.edu	7	Cited on 7 of the queries we tested.
aecplustech.com	7	Cited on 7 of the queries we tested.
microcad3d.com	6	Cited on 6 of the queries we tested.
titanaec.com	6	Cited on 6 of the queries we tested.
g2.com	5	Cited on 5 of the queries we tested.
ziprecruiter.com	5	Cited on 5 of the queries we tested.

Reading

Independent listicles, communities, and rival explainers win the citations ARKANCE is missing. Earning AI citation on the invisible themes means placement on those third-party pages, not only owning its own glossary.

AI-REVEALED PEERS

The competitive set drawn by Google's AI itself. Observed, not chosen.

See which queries each peer won →

Brands and domains Google's AI cites in place of ARKANCE on the queries where it is absent. Observed, not chosen.

Peer	How AI frames it
youtube.com	Cited on 19 of the tested queries.
autodesk.com	Cited on 14 of the tested queries.
reddit.com	Cited on 11 of the tested queries.
linkedin.com	Cited on 8 of the tested queries.
vdci.edu	Cited on 7 of the tested queries.
aecplustech.com	Cited on 7 of the tested queries.
microcad3d.com	Cited on 6 of the tested queries.
titanaec.com	Cited on 6 of the tested queries.

Key observation

youtube.com is the most-cited source across the queries ARKANCE is missing.

ARKANCE.

ARKANCE scores 17 of 100 for AI Overview visibility. The work is closing the citation and identity gaps.

We don't hand you a report and walk away. We execute it.

How the brand describes itself, and how Google's AI describes it.

Autodesk Reseller

Recognized in AI answers for Arkance

The topics that matter to the brand, and where it shows up in AI answers today.

Where the brand shows up in Google's AI, and the high-value queries it is missing.

This playbook has already worked. Here's the proof.

Every query we ran against Google's AI Overview, and what we found.

The brand is missing from 90% of AI-answer queries

AI misreads the category

Win presence on Autodesk Reseller

Convert named-not-cited queries into citations

Earn placement in the third-party listicles AI cites

The sources Google's AI cites in this category, and what it tells you about earning citations.

The competitive set drawn by Google's AI itself. Observed, not chosen.

Three sprints from first wins to compounding category presence.